Evidence · NZ Election 2026 · Edition 6

Every question and original answer

All 174 questions and the 783 complete answers recorded on 26 October 2026. Source lists and sentiment assessments are included, alongside the unchanged original answers.

questions
174
answers saved
783
collected
26 October 2026

01

Every question, with its answers

Each question was written as a voter would ask it and went to all four assistants. Some were also asked from a town. Open a question to read every answer to it in full.

Showing 20 of 174 questions

02

The tables behind the study

Every figure on the study page comes from these tables. They are CSV files, which open in any spreadsheet.

  • Questions

    questions.csv

    One row per question, with its original wording.

    id, text, reference, enabled, axes, collectionSettings

  • Complete answers

    answers.csv

    One row per saved answer, including its original text.

    id, questionId, assistant, collectionSetting, askedFrom, text, words

  • Answers included in each comparison

    memberships.csv

    One row per answer and comparison, showing which results were counted together.

    comparisonId, answerId, rowKey, included

  • Party names found in answers

    codings.csv

    One row per answer, party and comparison, with the recorded decision and evidence.

    comparisonId, answerId, entityId, kind, measure, counted, quote, reason, evidence

  • Sources recorded with each answer

    sources.csv

    One row per answer, with its recorded websites, source-list status and visible links.

    answerId, capture, domains, urls, literalUrls, origin

  • What the voting-guidance answers did

    behaviour-coding.csv

    One row per guidance answer, with the recorded behaviours and supporting passages.

    answerId, draft_id, platform, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, rationale, evidence, review_provenance

  • Checks against official sources

    checks.csv

    One row per selected statement checked in an answer.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, verdict, evidence, whatTheSourceSays, assessment, checkedOn, paragraphs, previousCheckId, earlierAnswerId, earlierAssertion, trajectory

  • Statements selected for checking

    check-register.csv

    One row per selected check, with its reason and official source.

    checkId, claimToTest, category, whyChecked, primarySourceUrl, answerId

  • Research findings

    findings.csv

    One row per finding, with its figure and supporting records.

    id, statement, summary, caveat, value, denominator, evidence

  • Evidence behind the findings

    findings-evidence.csv

    One row per finding, with the records supporting it.

    findingId, rows

  • What changed for each voter

    case-decisions.csv

    One row per voter situation, with the earlier and later readings.

    case, transition, quote, assessment, draft_id, scenario, earlier_result_id, result_id, earlier_quote, earlier_assessment, earlier_review_provenance, current_review_provenance

  • Answers read in detail

    report-evidence.csv

    One row per answer included in the detailed research readings.

    key, answerId, interpretation, text

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with its answer count and total.

    panel, edition, platform, party, numerator, denominator

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with the recorded answer lengths.

    panel, edition, platform, answers, median_words, total_words

  • Location comparisons by edition

    regional-tables.csv

    One row per national-and-location comparison and edition.

    edition, prompt_id, platform, city, draft_id, block, scenario_id, scenario, issue, priority, common_5_6, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Changes by topic

    issue-tables.csv

    One row per topic, showing answer totals and changes in party names.

    issue, current_answers, matched, changed_party_sets, changed_displayed_party_sets

  • Links visible in answers

    literal-source-evidence.csv

    One row per answer, with the web links present in its text.

    edition, result_id, literal_urls, literal_domains, associated_capture

  • Separate website reference totals

    aggregate-references.csv

    One row per website in the separate reference summary; these totals do not identify which answer used it.

    domain, citationCount, referenceCount, promptCount, urlTotal, trendTotal, platforms

  • Answers compared with 23 October

    pairs.csv

    One row per answer with an earlier counterpart to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Checks across editions

    edition-checks.csv

    The selected checks and whether their statements appeared in each edition.

    checkId, claim, assistant, earlierAnswerId, answerId, earlierQuote, quote, trajectory, assessment, evidence

  • Statements and sentiment assessments

    claims.csv

    The saved assessments of statements about tracked parties, with their answer references and verified extracts where available.

    claimId, answerId, entityId, role, tone, quote, nativeQuoteVerified, origin

  • Original saved statement assessments

    raw-native-claims.csv

    One row per saved statement, with its original wording and party assessments. These are automated results, not independently checked facts.

    quote, brands, stance, claimId, claimText, sourceResultId

  • Original saved source records

    raw-native-sources.csv

    Every saved source record, distinguishing citations from other references. The source rankings count citations only.

    answerId, url, domain, metadata, domainType, citationKind

  • Sources by answer

    source-associations.csv

    One row per answer and website; repeated references to the same website count once.

    answer id, question id, assistant, domain, publisher

  • National and location answers

    place-pairs.csv

    One row per complete national-and-location pair in this edition.

    question id, assistant, place, national answer id, place answer id, national entities, place entities, same entities

Use these tables to trace findings back to the original questions and answers. The full text of each answer is also on this page, under its question.

03

Read in full and checked

Some answers were read in detail or checked against official sources. Those appear on the study page, beside the findings they support.

Gemini · No location

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a young worker afford everyday expenses without just shifting the cost elsewhere?

Starting an apprenticeship while living at home is a classic stepping stone toward financial independence, but navigating everyday expenses—like transport, tools, and the cost of living—on an apprentice wage can be tough.

When looking at how political parties plan to help young workers afford everyday expenses without just shifting the cost elsewhere (such as via broad-based debt or heavy new taxes), approaches diverge based on different economic philosophies. Here is how the major parties approach this dilemma for young earners and apprentices:


1. National & ACT: Focus on Broad Economic Growth and Keeping Incomes Tax-Free/Low

  • The Core Approach: These parties argue that the best way to help workers afford everyday expenses is to grow the economy, create stable jobs, and keep taxes and compliance costs low. Rather than introducing targeted subsidies (which they argue require higher taxes or more government borrowing elsewhere), they focus on letting you keep more of your paycheck.
  • Impact on Apprentices:
    • National emphasizes broad tax management and structural support for the economy. For young adults and apprentices, their focus leans heavily on creating trade opportunities and keeping general income tax settings subdued so that every dollar earned goes further.
    • ACT focuses on cutting government spending to reduce the overall tax burden, arguing that targeted handouts or government-managed schemes ultimately drive up inflation or shift costs onto future taxpayers.
  • The "Cost-Shifting" Debate: Critics of this approach argue that relying entirely on market growth leaves low-income earners vulnerable to sudden spikes in rent, food, and fuel prices. Supporters argue that it avoids inflating the cost of living further through government borrowing or new levies.

2. Labour: Targeted Cost-of-Living Relief and Direct Relief on Essentials

  • The Core Approach: Labour's platform directly targets high-frequency everyday expenses (such as healthcare and transit) through structural market caps and direct state-backed support, funded through reprioritized budgets and progressive taxation.
  • Impact on Apprentices:
    • Health Costs: Labour has proposed a Cost of Living Plan featuring three free GP visits a year via a "Medicard" system and free prescriptions. For an 18-year-old managing their own health expenses for the first time, avoiding $50 to $70 doctor fees can significantly ease cash flow.
    • Transport Caps: They have proposed a public transport fare cap (e.g., $20 fare caps), which directly aids young workers commuting to work sites or polytechnic.
    • Student/Training Debt Adjustments: While apprentices don't typically rack up massive university loans, Labour has policies around lowering student loan repayment rates (e.g., dropping domestic borrower rates from 12% to 10%) which can benefit those balancing block courses or prior study.
  • The "Cost-Shifting" Debate: Supporters argue these policies directly lower non-negotiable weekly bills. Critics and right-leaning parties argue that funding these programs requires complex tax structures or increased borrowing, which can fuel inflation and shift the financial burden onto businesses or future taxpayers.

3. NZ First: Support for Trades and Cost-of-Living Adjustments

  • The Core Approach: New Zealand First frequently targets the cost of living by prioritizing domestic infrastructure, supporting traditional trades training, and targeting cost-of-living assistance directly to working households.
  • Impact on Apprentices:
    • NZ First emphasizes shifting educational funding away from certain administrative or tertiary areas toward the trades—arguing that practical skills offer a "far better payback" for young people entering the workforce.
    • They also position their policies around protecting core wage growth and easing inflation pressures on basic goods, though details often center on broader family and beneficiary adjustments.

4. Greens & Te Pāti Māori: Universal Frameworks and Systemic Overhaul

  • The Core Approach: These parties advocate for more systemic interventions, such as universal student/youth incomes, expansive public services, and wealth or land taxes to pay for them.
  • Impact on Apprentices:
    • They generally campaign for stronger baseline income safety nets (like universal student allowances regardless of parental income) to ensure young people can afford to live independently without being trapped at home.
  • The "Cost-Shifting" Debate: While these policies aim to structurally remove poverty and high living costs, opponents argue they rely heavily on a suite of new taxes (such as wealth or capital gains taxes) that can discourage business investment and ultimately slow down wage growth for entry-level workers.

Summary Checklist for an Apprentice

When evaluating these proposals for your own situation, consider how they affect your specific bottlenecks:

  1. If your biggest barrier is getting to work: Look at how parties propose handling fuel taxes, public transport subsidies, or vehicle-related living costs.
  2. If your biggest barrier is keeping your take-home pay: Compare parties that promise broad tax relief versus those that offer targeted relief on healthcare and daily bills.
  3. The "No Free Lunch" Rule: Keep an eye on how each party plans to fund their promises—whether through government savings, cutting services elsewhere, or introducing new taxes.
Ask Gemini

Gemini is AI and can make mistakes.

Captured 26 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a young worker afford everyday expenses without just shifting the cost elsewhere?

Entering the workforce as an apprentice at 18 is a massive milestone. Balancing practical work, study, and trying to build financial independence while living at home comes with very real everyday pressures, especially with the cost of living remaining a top concern for Kiwis.

Understanding how your vote works under New Zealand's

MMP

(Mixed-Member Proportional) system and what parties are proposing can help you separate genuine structural relief from policies that simply shift costs around.


How Voting Works (The Basics)

In a New Zealand general election, you get two main votes :

  1. Party Vote: This is your most powerful vote. It determines the total percentage of seats each party gets in Parliament, which ultimately decides who forms the government and who the Prime Minister will be.
  2. Electorate Vote: This elects the specific Member of Parliament (MP) who represents the local area where you live.

You can explore neutral breakdowns of all competing party platforms on

Policy.nz

. Policies for Party vote


What Parties Are Proposing for Young Workers & Apprentices

When looking at how parties propose to help you afford everyday expenses without "just shifting the cost elsewhere," proposals generally fall into a few different structural approaches:

1. Direct Support for Early-Career & Trades Training

  • Targeted Grants and Subsidies: Some parties (such as the Labour Party) are running specific policies like expanded

Apprenticeship Boost

schemes and direct tool/equipment grants (e.g., $1,000 tool grants for first-year apprentices).

  • The cost-shift debate: Proponents argue this prevents youth unemployment and addresses the national skills shortage, meaning it "pays for itself" by boosting productivity and future tax revenue. Critics argue it involves government spending that must be funded through general taxation or government borrowing elsewhere.

2. Income Tax Adjustments (Tax-Free Thresholds vs. Tax Cuts)

  • Tax-Free Thresholds / Low-Income Adjustments: Various minor and major parties propose making the first slice of income tax-free (for instance, proposals around making the first $10,000 to $30,000 earned tax-free) or shifting tax brackets. [Policy.nz]

  • The cost-shift debate: A tax-free threshold directly increases your take-home pay on your apprentice wages without raising the cost of goods for businesses. However, to keep government books balanced, the lost revenue must either be offset by cutting public services or shifting the tax burden upward onto higher income earners (e.g., new tax brackets for income over $160,000 or capital gains taxes).

3. Targeted Cost-of-Living & Market Regulation

  • Grocery and Utilities Reform: Proposals aimed at lowering everyday essentials include breaking up supermarket duopolies via streamlined consenting for competing supermarkets, restructuring the electricity market, or removing GST from basic food items (kai).

  • Transport Caps: Policies capping public transport costs (such as weekly caps) or offering free public transport aim to drop transit overheads for commuters.

  • The cost-shift debate: Regulatory changes (like forcing fairer grocery prices or market restructuring) attempt to lower baseline corporate profits rather than subsidise prices with taxpayer money. Critics of removing GST on food argue that supermarkets may absorb the savings rather than passing them on, or that it creates administrative complexity. Conversely, direct transport subsidies shift the cost directly onto public transport funding pools.


Evaluating "Cost-Shifting"

When assessing these promises, ask yourself where the money comes from:

  • True cost-reduction relies on increasing market competition (lowering the baseline price of food, power, or transport at the checkout).

  • Direct income relief (like tax adjustments or tool grants) leaves more in your pocket immediately, but is usually funded by shifting tax obligations elsewhere in the economy or adjusting government operating budgets. [RNZ]

You can check your enrolment status or get official voting info directly from the

Electoral Commission

. Key information and dates | Elections NZ

Ask anything

Captured 26 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a young worker afford everyday expenses without just shifting the cost elsewhere?

AI Overview

The 2026 New Zealand general election features distinct economic philosophies and practical policy platforms directly impacting young apprentices. For an 18-year-old trade apprentice looking to build financial independence while living at home, the major political parties offer competing models to lower everyday costs and improve takeaway income.


How Voting Works Under MMP

New Zealand uses the Mixed Member Proportional (MMP) voting system. When you go to vote, you receive a ballot with two distinct votes:

  • The Party Vote: This is the most important vote. It determines the total percentage of seats each political party gets in Parliament.

  • The Electorate Vote: This is for the specific local Member of Parliament (MP) who will represent your geographic area.

Because no single party usually wins more than 50% of the party vote, parties must work together after the election to form a coalition government.


What Parties are Proposing for Young Workers & Apprentices

The different political parties propose to help your wallet through targeted allowances, wage rules, tax adjustments, or public infrastructure investments:

Political Party Core Philosophy Direct Apprenticeship & Youth Proposals General Cost of Living Proposals
National Party Economic Discipline & Work: Focuses on reducing government spending, freezing new taxes, and pushing young people into work. • Excludes 18–19 year-olds from Jobseeker benefits if parents can support them.
• Offers a $1,000 employment bonus for long-term jobseekers who find and keep work. • Lower student loan repayment rates to keep more cash in your paycheck.
• Widens access to 5% first-home loan deposits.
• Compulsory KiwiSaver changes.
Labour Party Targeted Support & Infrastructure: Invests in state-backed subsidies and public services funded by targeted revenue. • Resets the Apprenticeship Boost scheme to 2 years from 2028 (paying employers $500/month to keep you earning while training).
• Promotes a $1,000 grant for new apprentices to buy tools and kit. • 10% write-off on student loan balances.
• Caps weekly public transport fares at $10 or $20 maximum.
• 3 free GP visits a year via a Medicard and zero prescription fees.
Green Party Wealth Redistribution & Worker Rights: Funds major public services by heavily taxing mega-corporations and the super-rich. • Abolishes the lower training minimum wage so apprentices must receive the full adult minimum wage immediately.
• Increases the apprentice toolbox allowance to $2,000. • Guarantees jobs for out-of-work youth.
• Advocates for free public transport and dental care.
• Makes the first $10,000 of income tax-free.
ACT New Zealand Downsizing Government: Argues that expanding government services causes productivity crises and drives inflation up. • Focuses on cutting government intervention to stimulate private business growth. • Proposes a two-rate income tax system (with a top rate of 28%) to maximize take-home income.
• Intends to cut $400 million annually in government spending.

The Economic Trade-Offs to Weigh

When assessing who can help you afford everyday expenses without "shifting the cost elsewhere," consider the critical trade-offs built into these economic models:

  • The Funding Trade-Off: Programs like Labour’s toolbox grants or the Greens' public transport subsidies require tax revenue (such as capital gains or corporate wealth taxes). If those taxes alter business investment, the cost could shift onto the economy in other ways.

  • The Wage Trade-Off: Abolishing the training wage (Greens) instantly raises your income. However, critics argue making apprentices more expensive to hire right away might make businesses more hesitant to take on first-year trainees.

  • The Tax vs. Service Trade-Off: Act and National focus on keeping taxes low or reducing government size to tackle inflation. The risk is that you keep more cash in your paycheck, but you are required to pay the full market price out-of-pocket for doctors, transport, and training materials.


If you want to dive deeper into making your choice, let me know:

  • What specific trade or industry is your apprenticeship in?

  • Which daily expense hurts your wallet the most right now (transport, tools, or saving for a future flat)?

  • Would you like to know how to check if you are registered to vote?

Ask anything

Captured 26 October 2026 · shown as AI Overviews gave it, not a verified account